Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-24 3516.137232 3765.527494 4015.008067 4282.980166 4562.344420 4844.683872 5151.276871
2025-08-31 3066.451435 3443.379198 3831.656612 4260.299442 4719.032226 5194.096797 5722.099723
2025-09-07 2830.458084 3290.996305 3775.577302 4320.981324 4915.304136 5540.975402 6247.102696
2025-09-14 2619.831634 3139.988081 3697.406137 4335.127215 5040.534143 5793.164232 6653.096658
2025-09-21 2434.862950 3000.495856 3616.779974 4332.181588 5133.969486 5999.392024 6998.636282
2025-09-28 2223.688183 2817.384117 3474.944323 4249.151272 5127.843428 6086.729891 7204.833166
2025-10-05 2172.946632 2812.384629 3529.508314 4382.870141 5360.483871 6435.930070 7698.934989
2025-10-12 2089.531965 2763.312323 3528.482085 4448.666511 5512.530550 6692.038067 8086.825438
2025-10-19 1981.942102 2679.663293 3482.210950 4457.644284 5595.721187 6867.280731 8381.101816
2025-10-26 1881.070431 2598.895347 3434.869725 4461.322843 5669.340737 7028.874648 8657.660704
2025-11-02 1806.325361 2546.047731 3417.387882 4497.192749 5777.930181 7228.662991 8976.436182
2025-11-09 1705.647302 2456.736465 3352.353428 4473.186421 5813.521132 7342.056253 9194.253884
2025-11-16 1636.434194 2405.222030 3332.410772 4503.252180 5913.859396 7532.376684 9503.820549
2025-11-23 1544.210209 2320.966350 3269.500776 4479.051019 5948.005574 7644.469293 9722.259757
2025-11-30 1500.518952 2296.874439 3279.219795 4541.748212 6084.848115 7876.131781 10079.570615
2025-12-07 1437.214888 2244.495621 3251.343965 4556.360643 6162.312518 8036.786030 10353.139571
2025-12-14 1369.802042 2183.922287 3210.827864 4553.317897 6216.767893 8169.003785 10592.462390
2025-12-21 1269.856722 2075.885073 3106.457393 4467.540372 6167.706458 8175.821973 10681.866220
2025-12-28 1271.916472 2106.083716 3180.017313 4605.674488 6393.717135 8512.352383 11163.256436
2026-01-04 1244.691784 2094.743721 3198.683438 4673.625995 6532.812447 8744.441401 11520.668090
2026-01-11 1194.860093 2050.105244 3172.266487 4682.896962 6598.258756 8887.136106 11771.075914
2026-01-18 1145.432517 2004.151119 3142.590232 4686.695594 6655.892852 9019.705327 12008.981264
2026-01-25 1111.435610 1978.821514 3139.316423 4723.734532 6754.570281 9201.878613 12306.525087